Dataset info
| Number of variables | 57 |
|---|---|
| Number of observations | 26 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 11.7 KiB |
| Average record size in memory | 460.9 B |
Variables types
| Numeric | 31 |
|---|---|
| Categorical | 18 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 7 |
| Unsupported | 0 |
Warnings
df_index has 1 (3.8%) zeros | Zeros |
l_2ptpg17 has 11 (42.3%) zeros | Zeros |
l_2ptpg18 has 7 (26.9%) zeros | Zeros |
l_fumblepg17 has 3 (11.5%) zeros | Zeros |
l_fumblepg18 has 1 (3.8%) zeros | Zeros |
l_passtdpg18 has 1 (3.8%) zeros | Zeros |
l_points2 has 1 (3.8%) zeros | Zeros |
l_points3 has 5 (19.2%) zeros | Zeros |
l_points4 has 6 (23.1%) zeros | Zeros |
l_points5 has 6 (23.1%) zeros | Zeros |
l_points6 has 5 (19.2%) zeros | Zeros |
l_points7 has 5 (19.2%) zeros | Zeros |
l_points8 has 5 (19.2%) zeros | Zeros |
l_points9 has 8 (30.8%) zeros | Zeros |
l_pointspg18 is highly correlated with l_passtdpg18 (ρ = 0.9001953045) | Rejected |
l_pos has constant value "QB" | Rejected |
l_rush1stpg18 is highly correlated with l_runnerQB18 (ρ = 0.9180168798) | Rejected |
l_rushtdpg17 has 8 (30.8%) zeros | Zeros |
l_rushtdpg18 has 5 (19.2%) zeros | Zeros |
l_rushydpg17 is highly correlated with l_rush1stpg17 (ρ = 0.9636046181) | Rejected |
l_rushydpg18 is highly correlated with l_rush1stpg18 (ρ = 0.9406295268) | Rejected |
l_touchdown17 is highly correlated with l_passtdpg17 (ρ = 0.9621233369) | Rejected |
l_touchdown18 is highly correlated with l_passtdpg18 (ρ = 0.9365135189) | Rejected |
bad_opp
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 23.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.576923077 |
|---|---|
| Minimum | 2 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3.25 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 6.75 |
| Maximum | 7 |
| Range | 5 |
| Interquartile range | 2.75 |
Descriptive statistics
| Standard deviation | 1.579191614 |
|---|---|
| Coef of variation | 0.3450334619 |
| Kurtosis | -0.9983429839 |
| Mean | 4.576923077 |
| MAD | 1.334319527 |
| Skewness | -0.3509944404 |
| Sum | 119 |
| Variance | 2.493846154 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=6)
Histogram with variable size bins (bins=[2. 7.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 7 | 26.9% | |
| 5 | 6 | 23.1% | |
| 4 | 4 | 15.4% | |
| 2 | 4 | 15.4% | |
| 3 | 3 | 11.5% | |
| 7 | 2 | 7.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 4 | 15.4% | |
| 3 | 3 | 11.5% | |
| 4 | 4 | 15.4% | |
| 5 | 6 | 23.1% | |
| 6 | 7 | 26.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 2 | 7.7% | |
| 6 | 7 | 26.9% | |
| 5 | 6 | 23.1% | |
| 4 | 4 | 15.4% | |
| 3 | 3 | 11.5% |
df_index
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 18.26923077 |
|---|---|
| Minimum | 0 |
| Maximum | 34 |
| Zeros (%) | 3.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.25 |
| Q1 | 11.25 |
| Median | 18.5 |
| Q3 | 25.75 |
| 95-th percentile | 32.5 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range | 14.5 |
Descriptive statistics
| Standard deviation | 9.573119418 |
|---|---|
| Coef of variation | 0.524002326 |
| Kurtosis | -0.9529672539 |
| Mean | 18.26923077 |
| MAD | 7.961538462 |
| Skewness | -0.0709289068 |
| Sum | 475 |
| Variance | 91.64461538 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=26)
Histogram with variable size bins (bins=[ 0. 34.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 34 | 1 | 3.8% | |
| 33 | 1 | 3.8% | |
| 4 | 1 | 3.8% | |
| 5 | 1 | 3.8% | |
| 7 | 1 | 3.8% | |
| 8 | 1 | 3.8% | |
| 10 | 1 | 3.8% | |
| 11 | 1 | 3.8% | |
| 12 | 1 | 3.8% | |
| 13 | 1 | 3.8% | |
| Other values (16) | 16 | 61.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 3.8% | |
| 4 | 1 | 3.8% | |
| 5 | 1 | 3.8% | |
| 7 | 1 | 3.8% | |
| 8 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34 | 1 | 3.8% | |
| 33 | 1 | 3.8% | |
| 31 | 1 | 3.8% | |
| 30 | 1 | 3.8% | |
| 29 | 1 | 3.8% |
good_opp
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 23.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.230769231 |
|---|---|
| Minimum | 2 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.25 |
| Q1 | 4 |
| Median | 5.5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 5 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.504863909 |
|---|---|
| Coef of variation | 0.2876945708 |
| Kurtosis | -0.2683941611 |
| Mean | 5.230769231 |
| MAD | 1.230769231 |
| Skewness | -0.6550317871 |
| Sum | 136 |
| Variance | 2.264615385 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=6)
Histogram with variable size bins (bins=[2. 7.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 7 | 26.9% | |
| 7 | 6 | 23.1% | |
| 5 | 5 | 19.2% | |
| 4 | 5 | 19.2% | |
| 2 | 2 | 7.7% | |
| 3 | 1 | 3.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 2 | 7.7% | |
| 3 | 1 | 3.8% | |
| 4 | 5 | 19.2% | |
| 5 | 5 | 19.2% | |
| 6 | 7 | 26.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 6 | 23.1% | |
| 6 | 7 | 26.9% | |
| 5 | 5 | 19.2% | |
| 4 | 5 | 19.2% | |
| 3 | 1 | 3.8% |
l_2ptpg17
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 38.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.05667724564 |
|---|---|
| Minimum | 0 |
| Maximum | 0.307692308 |
| Zeros (%) | 42.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.06536908035 |
| Q3 | 0.07778159375 |
| 95-th percentile | 0.1312499998 |
| Maximum | 0.307692308 |
| Range | 0.307692308 |
| Interquartile range | 0.07778159375 |
Descriptive statistics
| Standard deviation | 0.06821371089 |
|---|---|
| Coef of variation | 1.203546681 |
| Kurtosis | 6.383854408 |
| Mean | 0.05667724564 |
| MAD | 0.04795766938 |
| Skewness | 2.041928865 |
| Sum | 1.473608387 |
| Variance | 0.004653110353 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.08070055 0.30769231], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 11 | 42.3% | |
| 0.06823816071 | 4 | 15.4% | |
| 0.078067766 | 2 | 7.7% | |
| 0.125 | 2 | 7.7% | |
| 0.0625 | 2 | 7.7% | |
| 0.307692308 | 1 | 3.8% | |
| 0.133333333 | 1 | 3.8% | |
| 0.076923077 | 1 | 3.8% | |
| 0.06823816071 | 1 | 3.8% | |
| 0.083333333 | 1 | 3.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 11 | 42.3% | |
| 0.0625 | 2 | 7.7% | |
| 0.06823816071 | 4 | 15.4% | |
| 0.06823816071 | 1 | 3.8% | |
| 0.076923077 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.307692308 | 1 | 3.8% | |
| 0.133333333 | 1 | 3.8% | |
| 0.125 | 2 | 7.7% | |
| 0.083333333 | 1 | 3.8% | |
| 0.078067766 | 2 | 7.7% |
l_2ptpg18
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 42.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1005249215 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3125 |
| Zeros (%) | 26.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.015625 |
| Median | 0.09300015461 |
| Q3 | 0.1383928571 |
| 95-th percentile | 0.2611607143 |
| Maximum | 0.3125 |
| Range | 0.3125 |
| Interquartile range | 0.1227678571 |
Descriptive statistics
| Standard deviation | 0.08677023947 |
|---|---|
| Coef of variation | 0.8631714222 |
| Kurtosis | 0.3261952515 |
| Mean | 0.1005249215 |
| MAD | 0.06621709335 |
| Skewness | 0.7538294643 |
| Sum | 2.613647959 |
| Variance | 0.007529074457 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[0. 0.13392857 0.3125 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 7 | 26.9% | |
| 0.09300015461 | 4 | 15.4% | |
| 0.1875 | 4 | 15.4% | |
| 0.125 | 3 | 11.5% | |
| 0.0625 | 2 | 7.7% | |
| 0.06666666667 | 1 | 3.8% | |
| 0.09300015461 | 1 | 3.8% | |
| 0.09090909091 | 1 | 3.8% | |
| 0.2857142857 | 1 | 3.8% | |
| 0.1428571429 | 1 | 3.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7 | 26.9% | |
| 0.0625 | 2 | 7.7% | |
| 0.06666666667 | 1 | 3.8% | |
| 0.09090909091 | 1 | 3.8% | |
| 0.09300015461 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3125 | 1 | 3.8% | |
| 0.2857142857 | 1 | 3.8% | |
| 0.1875 | 4 | 15.4% | |
| 0.1428571429 | 1 | 3.8% | |
| 0.125 | 3 | 11.5% |
l_fumblepg17
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 57.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1817439143 |
|---|---|
| Minimum | 0 |
| Maximum | 0.538461538 |
| Zeros (%) | 11.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1517708758 |
| Median | 0.1866030849 |
| Q3 | 0.2 |
| 95-th percentile | 0.3281249997 |
| Maximum | 0.538461538 |
| Range | 0.538461538 |
| Interquartile range | 0.04822912425 |
Descriptive statistics
| Standard deviation | 0.1146158725 |
|---|---|
| Coef of variation | 0.6306448994 |
| Kurtosis | 2.796900529 |
| Mean | 0.1817439143 |
| MAD | 0.0726267131 |
| Skewness | 0.854767823 |
| Sum | 4.725341771 |
| Variance | 0.01313679823 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=15)
Histogram with variable size bins (bins=[0. 0.18255758 0.19375 0.53846154], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.1866030849 | 4 | 15.4% | |
| 0.1875 | 4 | 15.4% | |
| 0 | 3 | 11.5% | |
| 0.2 | 2 | 7.7% | |
| 0.178512074 | 2 | 7.7% | |
| 0.0625 | 2 | 7.7% | |
| 0.142857143 | 1 | 3.8% | |
| 0.1866030849 | 1 | 3.8% | |
| 0.333333333 | 1 | 3.8% | |
| 0.230769231 | 1 | 3.8% | |
| Other values (5) | 5 | 19.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3 | 11.5% | |
| 0.0625 | 2 | 7.7% | |
| 0.066666667 | 1 | 3.8% | |
| 0.142857143 | 1 | 3.8% | |
| 0.178512074 | 2 | 7.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.538461538 | 1 | 3.8% | |
| 0.333333333 | 1 | 3.8% | |
| 0.3125 | 1 | 3.8% | |
| 0.285714286 | 1 | 3.8% | |
| 0.25 | 1 | 3.8% |
l_fumblepg18
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 65.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2255398905 |
|---|---|
| Minimum | 0 |
| Maximum | 0.5454545455 |
| Zeros (%) | 3.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0625 |
| Q1 | 0.125 |
| Median | 0.20968694 |
| Q3 | 0.3025568182 |
| 95-th percentile | 0.4375 |
| Maximum | 0.5454545455 |
| Range | 0.5454545455 |
| Interquartile range | 0.1775568182 |
Descriptive statistics
| Standard deviation | 0.1335484926 |
|---|---|
| Coef of variation | 0.592128037 |
| Kurtosis | -0.002938260857 |
| Mean | 0.2255398905 |
| MAD | 0.1029063779 |
| Skewness | 0.5921081154 |
| Sum | 5.864037153 |
| Variance | 0.01783519988 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=17)
Histogram with variable size bins (bins=[0. 0.54545455], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.20968694 | 4 | 15.4% | |
| 0.125 | 3 | 11.5% | |
| 0.4375 | 2 | 7.7% | |
| 0.25 | 2 | 7.7% | |
| 0.3125 | 2 | 7.7% | |
| 0.0625 | 2 | 7.7% | |
| 0 | 1 | 3.8% | |
| 0.375 | 1 | 3.8% | |
| 0.5454545455 | 1 | 3.8% | |
| 0.2142857143 | 1 | 3.8% | |
| Other values (7) | 7 | 26.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 3.8% | |
| 0.0625 | 2 | 7.7% | |
| 0.06666666667 | 1 | 3.8% | |
| 0.1111111111 | 1 | 3.8% | |
| 0.125 | 3 | 11.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.5454545455 | 1 | 3.8% | |
| 0.4375 | 2 | 7.7% | |
| 0.4 | 1 | 3.8% | |
| 0.375 | 1 | 3.8% | |
| 0.3125 | 2 | 7.7% |
l_name
Categorical, Unique
| First 5 values |
|---|
| Aaron Rodgers |
| Cam Newton |
| Carson Wentz |
| Dak Prescott |
| Derek Carr |
| Last 5 values |
|---|
| Robert Griffin III |
| Russell Wilson |
| Ryan Fitzpatrick |
| Taysom Hill |
| Tom Brady |
First 5 values
| Value | Count | Frequency (%) | |
| Aaron Rodgers | 1 | 3.8% | |
| Cam Newton | 1 | 3.8% | |
| Carson Wentz | 1 | 3.8% | |
| Dak Prescott | 1 | 3.8% | |
| Derek Carr | 1 | 3.8% |
Last 5 values
| Value | Count | Frequency (%) | |
| Tom Brady | 1 | 3.8% | |
| Taysom Hill | 1 | 3.8% | |
| Ryan Fitzpatrick | 1 | 3.8% | |
| Russell Wilson | 1 | 3.8% | |
| Robert Griffin III | 1 | 3.8% |
l_passintpg17
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 61.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7198636814 |
|---|---|
| Minimum | 0.285714286 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.285714286 |
|---|---|
| 5-th percentile | 0.4750000002 |
| Q1 | 0.5937499997 |
| Median | 0.7475585426 |
| Q3 | 0.833928571 |
| 95-th percentile | 0.9666666668 |
| Maximum | 1 |
| Range | 0.714285714 |
| Interquartile range | 0.2401785712 |
Descriptive statistics
| Standard deviation | 0.1732705803 |
|---|---|
| Coef of variation | 0.2406991557 |
| Kurtosis | 0.1349462791 |
| Mean | 0.7198636814 |
| MAD | 0.1378536391 |
| Skewness | -0.6577912102 |
| Sum | 18.71645572 |
| Variance | 0.03002269401 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=16)
Histogram with variable size bins (bins=[0.28571429 0.74755854 0.74877927 1. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.7475585426 | 4 | 15.4% | |
| 0.5 | 3 | 11.5% | |
| 0.8125 | 3 | 11.5% | |
| 0.833928571 | 2 | 7.7% | |
| 0.866666667 | 2 | 7.7% | |
| 1 | 2 | 7.7% | |
| 0.857142857 | 1 | 3.8% | |
| 0.285714286 | 1 | 3.8% | |
| 0.846153846 | 1 | 3.8% | |
| 0.7475585426 | 1 | 3.8% | |
| Other values (6) | 6 | 23.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.285714286 | 1 | 3.8% | |
| 0.466666667 | 1 | 3.8% | |
| 0.5 | 3 | 11.5% | |
| 0.538461538 | 1 | 3.8% | |
| 0.583333333 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 7.7% | |
| 0.866666667 | 2 | 7.7% | |
| 0.857142857 | 1 | 3.8% | |
| 0.846153846 | 1 | 3.8% | |
| 0.833928571 | 2 | 7.7% |
l_passintpg18
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 73.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6515521223 |
|---|---|
| Minimum | 0.0625 |
| Maximum | 1.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0625 |
|---|---|
| 5-th percentile | 0.140625 |
| Q1 | 0.5178571429 |
| Median | 0.6875 |
| Q3 | 0.7374560707 |
| 95-th percentile | 1.186688312 |
| Maximum | 1.5 |
| Range | 1.4375 |
| Interquartile range | 0.2195989279 |
Descriptive statistics
| Standard deviation | 0.306210816 |
|---|---|
| Coef of variation | 0.4699713276 |
| Kurtosis | 2.008131564 |
| Mean | 0.6515521223 |
| MAD | 0.201995985 |
| Skewness | 0.5735928346 |
| Sum | 16.94035518 |
| Variance | 0.09376506381 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[0.0625 0.59821429 0.775 1.5 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6998242829 | 4 | 15.4% | |
| 0.625 | 2 | 7.7% | |
| 0.6875 | 2 | 7.7% | |
| 0.75 | 2 | 7.7% | |
| 0.4375 | 2 | 7.7% | |
| 0.9285714286 | 1 | 3.8% | |
| 1.5 | 1 | 3.8% | |
| 0.5 | 1 | 3.8% | |
| 1.272727273 | 1 | 3.8% | |
| 0.1875 | 1 | 3.8% | |
| Other values (9) | 9 | 34.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0625 | 1 | 3.8% | |
| 0.125 | 1 | 3.8% | |
| 0.1875 | 1 | 3.8% | |
| 0.3333333333 | 1 | 3.8% | |
| 0.4375 | 2 | 7.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.5 | 1 | 3.8% | |
| 1.272727273 | 1 | 3.8% | |
| 0.9285714286 | 1 | 3.8% | |
| 0.8571428571 | 1 | 3.8% | |
| 0.8 | 1 | 3.8% |
l_passtdpg17
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 80.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.51096857 |
|---|---|
| Minimum | 0.583333333 |
| Maximum | 2.538461538 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.583333333 |
|---|---|
| 5-th percentile | 0.7523809523 |
| Q1 | 1.29375 |
| Median | 1.542350088 |
| Q3 | 1.658565799 |
| 95-th percentile | 2.245535714 |
| Maximum | 2.538461538 |
| Range | 1.955128205 |
| Interquartile range | 0.3648157988 |
Descriptive statistics
| Standard deviation | 0.4409012056 |
|---|---|
| Coef of variation | 0.2918003818 |
| Kurtosis | 0.7162121639 |
| Mean | 1.51096857 |
| MAD | 0.3110229742 |
| Skewness | 0.1294035501 |
| Sum | 39.28518282 |
| Variance | 0.1943938731 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[0.58333333 1.55705664 1.5717632 2.53846154], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.571763196 | 4 | 15.4% | |
| 1.542350088 | 2 | 7.7% | |
| 1.375 | 2 | 7.7% | |
| 1.266666667 | 1 | 3.8% | |
| 0.714285714 | 1 | 3.8% | |
| 1.4375 | 1 | 3.8% | |
| 1.125 | 1 | 3.8% | |
| 1.866666667 | 1 | 3.8% | |
| 1.461538462 | 1 | 3.8% | |
| 1.6875 | 1 | 3.8% | |
| Other values (11) | 11 | 42.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.583333333 | 1 | 3.8% | |
| 0.714285714 | 1 | 3.8% | |
| 0.866666667 | 1 | 3.8% | |
| 1.125 | 1 | 3.8% | |
| 1.166666667 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.538461538 | 1 | 3.8% | |
| 2.285714286 | 1 | 3.8% | |
| 2.125 | 1 | 3.8% | |
| 2 | 1 | 3.8% | |
| 1.866666667 | 1 | 3.8% |
l_passtdpg18
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 76.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.574636953 |
|---|---|
| Minimum | 0 |
| Maximum | 2.1875 |
| Zeros (%) | 3.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4776785714 |
| Q1 | 1.38125 |
| Median | 1.644648952 |
| Q3 | 1.900568182 |
| 95-th percentile | 2.173958333 |
| Maximum | 2.1875 |
| Range | 2.1875 |
| Interquartile range | 0.5193181818 |
Descriptive statistics
| Standard deviation | 0.5277084241 |
|---|---|
| Coef of variation | 0.3351302173 |
| Kurtosis | 2.639125592 |
| Mean | 1.574636953 |
| MAD | 0.3723219198 |
| Skewness | -1.52775966 |
| Sum | 40.94056078 |
| Variance | 0.2784761809 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[0. 1.25 2.1875], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.644648952 | 4 | 15.4% | |
| 1.714285714 | 2 | 7.7% | |
| 2 | 2 | 7.7% | |
| 2.1875 | 2 | 7.7% | |
| 0.7857142857 | 1 | 3.8% | |
| 1.8125 | 1 | 3.8% | |
| 0 | 1 | 3.8% | |
| 1.333333333 | 1 | 3.8% | |
| 1.644648952 | 1 | 3.8% | |
| 2.125 | 1 | 3.8% | |
| Other values (10) | 10 | 38.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 3.8% | |
| 0.375 | 1 | 3.8% | |
| 0.7857142857 | 1 | 3.8% | |
| 1.1875 | 1 | 3.8% | |
| 1.3125 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.1875 | 2 | 7.7% | |
| 2.133333333 | 1 | 3.8% | |
| 2.125 | 1 | 3.8% | |
| 2 | 2 | 7.7% | |
| 1.909090909 | 1 | 3.8% |
l_passydpg17
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 84.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 229.9695 |
|---|---|
| Minimum | 76.71428571 |
| Maximum | 286.0625 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 76.71428571 |
|---|---|
| 5-th percentile | 183.0208333 |
| Q1 | 219.4 |
| Median | 232.9788001 |
| Q3 | 253.5846154 |
| 95-th percentile | 279.359375 |
| Maximum | 286.0625 |
| Range | 209.3482143 |
| Interquartile range | 34.18461535 |
Descriptive statistics
| Standard deviation | 41.14522796 |
|---|---|
| Coef of variation | 0.1789160213 |
| Kurtosis | 7.026954054 |
| Mean | 229.9695 |
| MAD | 26.19882419 |
| Skewness | -2.084133203 |
| Sum | 5979.207001 |
| Variance | 1692.929784 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 76.71428571 231.86735265 232.97880008 233.0227334 286.0625 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 232.9788001 | 4 | 15.4% | |
| 232.5347053 | 2 | 7.7% | |
| 233.0666667 | 1 | 3.8% | |
| 215.4666667 | 1 | 3.8% | |
| 207.75 | 1 | 3.8% | |
| 270.875 | 1 | 3.8% | |
| 196.3125 | 1 | 3.8% | |
| 255.8125 | 1 | 3.8% | |
| 255.9375 | 1 | 3.8% | |
| 182.75 | 1 | 3.8% | |
| Other values (12) | 12 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 76.71428571 | 1 | 3.8% | |
| 182.75 | 1 | 3.8% | |
| 183.8333333 | 1 | 3.8% | |
| 196.3125 | 1 | 3.8% | |
| 206.375 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 286.0625 | 1 | 3.8% | |
| 282.1875 | 1 | 3.8% | |
| 270.875 | 1 | 3.8% | |
| 269.5384615 | 1 | 3.8% | |
| 255.9375 | 1 | 3.8% |
l_passydpg18
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 88.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 242.5939811 |
|---|---|
| Minimum | 4 |
| Maximum | 307.75 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 101.4397321 |
| Q1 | 243.9478014 |
| Median | 259.5979167 |
| Q3 | 273.4635417 |
| 95-th percentile | 295.0625 |
| Maximum | 307.75 |
| Range | 303.75 |
| Interquartile range | 29.5157403 |
Descriptive statistics
| Standard deviation | 66.05813398 |
|---|---|
| Coef of variation | 0.2722991464 |
| Kurtosis | 7.520011807 |
| Mean | 242.5939811 |
| MAD | 39.05505173 |
| Skewness | -2.658099586 |
| Sum | 6307.443509 |
| Variance | 4363.677065 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[ 4. 236.35714286 307.75 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 247.3537055 | 4 | 15.4% | |
| 273.8888889 | 1 | 3.8% | |
| 307.75 | 1 | 3.8% | |
| 242.5 | 1 | 3.8% | |
| 242.8125 | 1 | 3.8% | |
| 253.0625 | 1 | 3.8% | |
| 272 | 1 | 3.8% | |
| 293 | 1 | 3.8% | |
| 268.625 | 1 | 3.8% | |
| 75.0625 | 1 | 3.8% | |
| Other values (13) | 13 | 50.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1 | 3.8% | |
| 75.0625 | 1 | 3.8% | |
| 180.5714286 | 1 | 3.8% | |
| 215.5 | 1 | 3.8% | |
| 230.2142857 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 307.75 | 1 | 3.8% | |
| 295.75 | 1 | 3.8% | |
| 293 | 1 | 3.8% | |
| 282.6 | 1 | 3.8% | |
| 279.4545455 | 1 | 3.8% |
l_points1
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.10538462 |
|---|---|
| Minimum | 5.36 |
| Maximum | 35.4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.36 |
|---|---|
| 5-th percentile | 7.025 |
| Q1 | 11.25 |
| Median | 15.96 |
| Q3 | 21.415 |
| 95-th percentile | 32.175 |
| Maximum | 35.4 |
| Range | 30.04 |
| Interquartile range | 10.165 |
Descriptive statistics
| Standard deviation | 8.036414241 |
|---|---|
| Coef of variation | 0.4698178042 |
| Kurtosis | -0.1047593397 |
| Mean | 17.10538462 |
| MAD | 6.290828402 |
| Skewness | 0.6548605443 |
| Sum | 444.74 |
| Variance | 64.58395385 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=26)
Histogram with variable size bins (bins=[ 5.36 35.4 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11.4 | 1 | 3.8% | |
| 25.64 | 1 | 3.8% | |
| 7 | 1 | 3.8% | |
| 9.44 | 1 | 3.8% | |
| 14.56 | 1 | 3.8% | |
| 9.22 | 1 | 3.8% | |
| 28.02 | 1 | 3.8% | |
| 14.82 | 1 | 3.8% | |
| 12.92 | 1 | 3.8% | |
| 15.32 | 1 | 3.8% | |
| Other values (16) | 16 | 61.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.36 | 1 | 3.8% | |
| 7 | 1 | 3.8% | |
| 7.1 | 1 | 3.8% | |
| 8.06 | 1 | 3.8% | |
| 9.22 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35.4 | 1 | 3.8% | |
| 33.56 | 1 | 3.8% | |
| 28.02 | 1 | 3.8% | |
| 25.64 | 1 | 3.8% | |
| 25.32 | 1 | 3.8% |
l_points2
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 92.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.53730769 |
|---|---|
| Minimum | 0 |
| Maximum | 36.88 |
| Zeros (%) | 3.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.57 |
| Q1 | 10.105 |
| Median | 14.36 |
| Q3 | 18.855 |
| 95-th percentile | 29.295 |
| Maximum | 36.88 |
| Range | 36.88 |
| Interquartile range | 8.75 |
Descriptive statistics
| Standard deviation | 8.921438251 |
|---|---|
| Coef of variation | 0.6136926066 |
| Kurtosis | 0.46819919 |
| Mean | 14.53730769 |
| MAD | 6.72556213 |
| Skewness | 0.4278460683 |
| Sum | 377.97 |
| Variance | 79.59206046 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=24)
Histogram with variable size bins (bins=[ 0. 36.88], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 18.12 | 2 | 7.7% | |
| 14.36 | 2 | 7.7% | |
| 4.07 | 1 | 3.8% | |
| 11.92 | 1 | 3.8% | |
| 0 | 1 | 3.8% | |
| 0.84 | 1 | 3.8% | |
| 0.48 | 1 | 3.8% | |
| 23.66 | 1 | 3.8% | |
| 15.68 | 1 | 3.8% | |
| 14.22 | 1 | 3.8% | |
| Other values (14) | 14 | 53.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 3.8% | |
| 0.48 | 1 | 3.8% | |
| 0.84 | 1 | 3.8% | |
| 4.07 | 1 | 3.8% | |
| 5.6 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36.88 | 1 | 3.8% | |
| 30.66 | 1 | 3.8% | |
| 25.2 | 1 | 3.8% | |
| 23.66 | 1 | 3.8% | |
| 21.22 | 1 | 3.8% |
l_points3
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 84.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.77346154 |
|---|---|
| Minimum | 0 |
| Maximum | 41.34 |
| Zeros (%) | 19.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.8775 |
| Median | 17.76 |
| Q3 | 21.735 |
| 95-th percentile | 24.83 |
| Maximum | 41.34 |
| Range | 41.34 |
| Interquartile range | 17.8575 |
Descriptive statistics
| Standard deviation | 10.54034419 |
|---|---|
| Coef of variation | 0.7134647596 |
| Kurtosis | 0.02798805129 |
| Mean | 14.77346154 |
| MAD | 8.501390533 |
| Skewness | 0.08937028962 |
| Sum | 384.11 |
| Variance | 111.0988555 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 0. 0.58 13.43 24.16 41.34], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 17.56 | 1 | 3.8% | |
| 25.5 | 1 | 3.8% | |
| 13.56 | 1 | 3.8% | |
| 14.12 | 1 | 3.8% | |
| 21.32 | 1 | 3.8% | |
| 15.68 | 1 | 3.8% | |
| 7.02 | 1 | 3.8% | |
| 19.44 | 1 | 3.8% | |
| 21.8 | 1 | 3.8% | |
| Other values (12) | 12 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 1.16 | 1 | 3.8% | |
| 2.83 | 1 | 3.8% | |
| 7.02 | 1 | 3.8% | |
| 13.3 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41.34 | 1 | 3.8% | |
| 25.5 | 1 | 3.8% | |
| 22.82 | 1 | 3.8% | |
| 22.66 | 1 | 3.8% | |
| 22.46 | 1 | 3.8% |
l_points4
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 80.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.64076923 |
|---|---|
| Minimum | 0 |
| Maximum | 29.48 |
| Zeros (%) | 23.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.92 |
| Median | 13.88 |
| Q3 | 21.445 |
| 95-th percentile | 29.095 |
| Maximum | 29.48 |
| Range | 29.48 |
| Interquartile range | 20.525 |
Descriptive statistics
| Standard deviation | 10.5080152 |
|---|---|
| Coef of variation | 0.8312797272 |
| Kurtosis | -1.4381073 |
| Mean | 12.64076923 |
| MAD | 9.259171598 |
| Skewness | 0.1120459504 |
| Sum | 328.66 |
| Variance | 110.4183834 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[ 0. 0.18 29.48], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 6 | 23.1% | |
| 16.72 | 1 | 3.8% | |
| 23.5 | 1 | 3.8% | |
| 20.68 | 1 | 3.8% | |
| 8.62 | 1 | 3.8% | |
| 21.7 | 1 | 3.8% | |
| 28.48 | 1 | 3.8% | |
| 2.6 | 1 | 3.8% | |
| 13.46 | 1 | 3.8% | |
| 8.72 | 1 | 3.8% | |
| Other values (11) | 11 | 42.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 23.1% | |
| 0.36 | 1 | 3.8% | |
| 2.6 | 1 | 3.8% | |
| 3.7 | 1 | 3.8% | |
| 7.32 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 29.48 | 1 | 3.8% | |
| 29.3 | 1 | 3.8% | |
| 28.48 | 1 | 3.8% | |
| 24.28 | 1 | 3.8% | |
| 23.5 | 1 | 3.8% |
l_points5
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 80.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.40230769 |
|---|---|
| Minimum | 0 |
| Maximum | 31.92 |
| Zeros (%) | 23.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.94 |
| Median | 10.68 |
| Q3 | 20.27 |
| 95-th percentile | 30.03 |
| Maximum | 31.92 |
| Range | 31.92 |
| Interquartile range | 17.33 |
Descriptive statistics
| Standard deviation | 10.51734161 |
|---|---|
| Coef of variation | 0.848014891 |
| Kurtosis | -1.140729524 |
| Mean | 12.40230769 |
| MAD | 8.993431953 |
| Skewness | 0.3487222586 |
| Sum | 322.46 |
| Variance | 110.6144745 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[ 0. 1.44 31.92], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 6 | 23.1% | |
| 25.22 | 1 | 3.8% | |
| 4.14 | 1 | 3.8% | |
| 11.94 | 1 | 3.8% | |
| 12.06 | 1 | 3.8% | |
| 8.62 | 1 | 3.8% | |
| 8.98 | 1 | 3.8% | |
| 31.92 | 1 | 3.8% | |
| 7.96 | 1 | 3.8% | |
| 27.42 | 1 | 3.8% | |
| Other values (11) | 11 | 42.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 23.1% | |
| 2.88 | 1 | 3.8% | |
| 3.12 | 1 | 3.8% | |
| 4.14 | 1 | 3.8% | |
| 7.96 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31.92 | 1 | 3.8% | |
| 30.9 | 1 | 3.8% | |
| 27.42 | 1 | 3.8% | |
| 25.22 | 1 | 3.8% | |
| 23.92 | 1 | 3.8% |
l_points6
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 84.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.09892308 |
|---|---|
| Minimum | 0 |
| Maximum | 34.64 |
| Zeros (%) | 19.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.515 |
| Median | 12.288 |
| Q3 | 20.55 |
| 95-th percentile | 31.585 |
| Maximum | 34.64 |
| Range | 34.64 |
| Interquartile range | 19.035 |
Descriptive statistics
| Standard deviation | 11.42744534 |
|---|---|
| Coef of variation | 0.8723957894 |
| Kurtosis | -1.112685039 |
| Mean | 13.09892308 |
| MAD | 9.738840237 |
| Skewness | 0.3920716648 |
| Sum | 340.572 |
| Variance | 130.586507 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 0. 0.54 34.64], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 12.476 | 1 | 3.8% | |
| 27.32 | 1 | 3.8% | |
| 10.78 | 1 | 3.8% | |
| 4.98 | 1 | 3.8% | |
| 18.816 | 1 | 3.8% | |
| 19.32 | 1 | 3.8% | |
| 34.64 | 1 | 3.8% | |
| 12.1 | 1 | 3.8% | |
| 4.62 | 1 | 3.8% | |
| Other values (12) | 12 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 1.08 | 1 | 3.8% | |
| 1.12 | 1 | 3.8% | |
| 2.7 | 1 | 3.8% | |
| 4.62 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34.64 | 1 | 3.8% | |
| 31.8 | 1 | 3.8% | |
| 30.94 | 1 | 3.8% | |
| 28.9 | 1 | 3.8% | |
| 27.32 | 1 | 3.8% |
l_points7
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 84.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.78474359 |
|---|---|
| Minimum | 0 |
| Maximum | 42.76 |
| Zeros (%) | 19.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.715 |
| Median | 16.03 |
| Q3 | 22.54 |
| 95-th percentile | 28.825 |
| Maximum | 42.76 |
| Range | 42.76 |
| Interquartile range | 18.825 |
Descriptive statistics
| Standard deviation | 11.40556489 |
|---|---|
| Coef of variation | 0.7714415077 |
| Kurtosis | -0.3197684489 |
| Mean | 14.78474359 |
| MAD | 9.494378698 |
| Skewness | 0.3276974256 |
| Sum | 384.4033333 |
| Variance | 130.0869104 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 0. 1.28 42.76], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 23.28 | 1 | 3.8% | |
| 13.37 | 1 | 3.8% | |
| 20.56 | 1 | 3.8% | |
| 42.76 | 1 | 3.8% | |
| 23 | 1 | 3.8% | |
| 2.78 | 1 | 3.8% | |
| 17.77333333 | 1 | 3.8% | |
| 27.32 | 1 | 3.8% | |
| 7.84 | 1 | 3.8% | |
| Other values (12) | 12 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 2.56 | 1 | 3.8% | |
| 2.78 | 1 | 3.8% | |
| 6.52 | 1 | 3.8% | |
| 7.84 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42.76 | 1 | 3.8% | |
| 29.22 | 1 | 3.8% | |
| 27.64 | 1 | 3.8% | |
| 27.32 | 1 | 3.8% | |
| 25.02 | 1 | 3.8% |
l_points8
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 84.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.01032967 |
|---|---|
| Minimum | 0 |
| Maximum | 28.51428571 |
| Zeros (%) | 19.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8.305 |
| Median | 14.14 |
| Q3 | 22.64428571 |
| 95-th percentile | 27.815 |
| Maximum | 28.51428571 |
| Range | 28.51428571 |
| Interquartile range | 14.33928571 |
Descriptive statistics
| Standard deviation | 9.659114527 |
|---|---|
| Coef of variation | 0.6894280687 |
| Kurtosis | -1.242103962 |
| Mean | 14.01032967 |
| MAD | 8.277362637 |
| Skewness | -0.1661073872 |
| Sum | 364.2685714 |
| Variance | 93.29849344 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 0. 1.01428571 28.51428571], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 28.51428571 | 1 | 3.8% | |
| 17.38 | 1 | 3.8% | |
| 20.26 | 1 | 3.8% | |
| 8.12 | 1 | 3.8% | |
| 15.68 | 1 | 3.8% | |
| 10.04 | 1 | 3.8% | |
| 12.6 | 1 | 3.8% | |
| 12.3 | 1 | 3.8% | |
| 22.34 | 1 | 3.8% | |
| Other values (12) | 12 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 2.028571429 | 1 | 3.8% | |
| 8.12 | 1 | 3.8% | |
| 8.86 | 1 | 3.8% | |
| 10.04 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28.51428571 | 1 | 3.8% | |
| 28.1 | 1 | 3.8% | |
| 26.96 | 1 | 3.8% | |
| 24.92 | 1 | 3.8% | |
| 23.4 | 1 | 3.8% |
l_points9
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 73.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.32192308 |
|---|---|
| Minimum | 0 |
| Maximum | 40.22 |
| Zeros (%) | 30.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 12.35 |
| Q3 | 20.865 |
| 95-th percentile | 28.225 |
| Maximum | 40.22 |
| Range | 40.22 |
| Interquartile range | 20.865 |
Descriptive statistics
| Standard deviation | 11.14553185 |
|---|---|
| Coef of variation | 0.9045286014 |
| Kurtosis | -0.2440647902 |
| Mean | 12.32192308 |
| MAD | 9.239615385 |
| Skewness | 0.5435617888 |
| Sum | 320.37 |
| Variance | 124.2228802 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[ 0. 1.38 40.22], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 8 | 30.8% | |
| 2.76 | 1 | 3.8% | |
| 16.06 | 1 | 3.8% | |
| 12.94 | 1 | 3.8% | |
| 29.62 | 1 | 3.8% | |
| 7.5 | 1 | 3.8% | |
| 13.4 | 1 | 3.8% | |
| 7.29 | 1 | 3.8% | |
| 40.22 | 1 | 3.8% | |
| 11.76 | 1 | 3.8% | |
| Other values (9) | 9 | 34.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 30.8% | |
| 2.76 | 1 | 3.8% | |
| 7.29 | 1 | 3.8% | |
| 7.5 | 1 | 3.8% | |
| 10.76 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40.22 | 1 | 3.8% | |
| 29.62 | 1 | 3.8% | |
| 24.04 | 1 | 3.8% | |
| 23.72 | 1 | 3.8% | |
| 22.48 | 1 | 3.8% |
l_pointspg17
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 84.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.25928709 |
|---|---|
| Minimum | 4.968571429 |
| Maximum | 23.67230769 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4.968571429 |
|---|---|
| 5-th percentile | 11.68979167 |
| Q1 | 14.8599375 |
| Median | 16.57962696 |
| Q3 | 17.2863125 |
| 95-th percentile | 22.87875 |
| Maximum | 23.67230769 |
| Range | 18.70373626 |
| Interquartile range | 2.426375 |
Descriptive statistics
| Standard deviation | 3.775828934 |
|---|---|
| Coef of variation | 0.2322259835 |
| Kurtosis | 2.59662834 |
| Mean | 16.25928709 |
| MAD | 2.496218405 |
| Skewness | -0.6065053454 |
| Sum | 422.7414642 |
| Variance | 14.25688414 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 4.96857143 16.5657935 16.58856348 23.67230769], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 16.57962696 | 4 | 15.4% | |
| 16.55196005 | 2 | 7.7% | |
| 20.8425 | 1 | 3.8% | |
| 12.488 | 1 | 3.8% | |
| 11.6275 | 1 | 3.8% | |
| 23.5575 | 1 | 3.8% | |
| 17.35375 | 1 | 3.8% | |
| 17.91375 | 1 | 3.8% | |
| 15.89692308 | 1 | 3.8% | |
| 14.94375 | 1 | 3.8% | |
| Other values (12) | 12 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.968571429 | 1 | 3.8% | |
| 11.6275 | 1 | 3.8% | |
| 11.87666667 | 1 | 3.8% | |
| 12.488 | 1 | 3.8% | |
| 13.15333333 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.67230769 | 1 | 3.8% | |
| 23.5575 | 1 | 3.8% | |
| 20.8425 | 1 | 3.8% | |
| 19.94285714 | 1 | 3.8% | |
| 18.93 | 1 | 3.8% |
l_pointspg18
Highly correlated
This variable is highly correlated with l_passtdpg18 and should be ignored for analysis
| Correlation | 0.9001953045 |
|---|
l_pos
Constant
This variable is constant and should be ignored for analysis
| Constant value | QB |
|---|
l_ppgcurrent
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.96505372 |
|---|---|
| Minimum | 0.7777777778 |
| Maximum | 28.64 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.7777777778 |
|---|---|
| 5-th percentile | 1.892936508 |
| Q1 | 8.752 |
| Median | 15.98 |
| Q3 | 18.5275 |
| 95-th percentile | 24.8875 |
| Maximum | 28.64 |
| Range | 27.86222222 |
| Interquartile range | 9.7755 |
Descriptive statistics
| Standard deviation | 7.527713371 |
|---|---|
| Coef of variation | 0.5390393421 |
| Kurtosis | -0.673109402 |
| Mean | 13.96505372 |
| MAD | 6.286087724 |
| Skewness | -0.2132522298 |
| Sum | 363.0913968 |
| Variance | 56.6664686 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=26)
Histogram with variable size bins (bins=[ 0.77777778 28.64 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.7777777778 | 1 | 3.8% | |
| 16.16 | 1 | 3.8% | |
| 9.88 | 1 | 3.8% | |
| 25.61 | 1 | 3.8% | |
| 18.77 | 1 | 3.8% | |
| 28.64 | 1 | 3.8% | |
| 22.72 | 1 | 3.8% | |
| 15.42 | 1 | 3.8% | |
| 7.29 | 1 | 3.8% | |
| 15.8 | 1 | 3.8% | |
| Other values (16) | 16 | 61.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.7777777778 | 1 | 3.8% | |
| 1.803174603 | 1 | 3.8% | |
| 2.162222222 | 1 | 3.8% | |
| 2.893333333 | 1 | 3.8% | |
| 5.133333333 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28.64 | 1 | 3.8% | |
| 25.61 | 1 | 3.8% | |
| 22.72 | 1 | 3.8% | |
| 20.18 | 1 | 3.8% | |
| 19.94 | 1 | 3.8% |
l_proj
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 115.3461538 |
|---|---|
| Minimum | 10 |
| Maximum | 914 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 13.25 |
| Q1 | 30.5 |
| Median | 52.5 |
| Q3 | 95 |
| 95-th percentile | 486.5 |
| Maximum | 914 |
| Range | 904 |
| Interquartile range | 64.5 |
Descriptive statistics
| Standard deviation | 197.3390873 |
|---|---|
| Coef of variation | 1.710842371 |
| Kurtosis | 11.45535058 |
| Mean | 115.3461538 |
| MAD | 110.5088757 |
| Skewness | 3.306721775 |
| Sum | 2999 |
| Variance | 38942.71538 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=26)
Histogram with variable size bins (bins=[ 10. 115.5 914. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 317 | 1 | 3.8% | |
| 124 | 1 | 3.8% | |
| 74 | 1 | 3.8% | |
| 76 | 1 | 3.8% | |
| 80 | 1 | 3.8% | |
| 100 | 1 | 3.8% | |
| 914 | 1 | 3.8% | |
| 25 | 1 | 3.8% | |
| 26 | 1 | 3.8% | |
| 10 | 1 | 3.8% | |
| Other values (16) | 16 | 61.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | 3.8% | |
| 12 | 1 | 3.8% | |
| 17 | 1 | 3.8% | |
| 25 | 1 | 3.8% | |
| 26 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 914 | 1 | 3.8% | |
| 543 | 1 | 3.8% | |
| 317 | 1 | 3.8% | |
| 124 | 1 | 3.8% | |
| 107 | 1 | 3.8% |
l_runnerQB17
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 84.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 384.3857641 |
|---|---|
| Minimum | 0.00390625 |
| Maximum | 2537.640625 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.00390625 |
|---|---|
| 5-th percentile | 0.6755620222 |
| Q1 | 15.68444445 |
| Median | 380.9129392 |
| Q3 | 391.1370303 |
| 95-th percentile | 1297 |
| Maximum | 2537.640625 |
| Range | 2537.636719 |
| Interquartile range | 375.4525859 |
Descriptive statistics
| Standard deviation | 545.4749185 |
|---|---|
| Coef of variation | 1.419081999 |
| Kurtosis | 10.02000043 |
| Mean | 384.3857641 |
| MAD | 307.5989858 |
| Skewness | 2.933604327 |
| Sum | 9994.029867 |
| Variance | 297542.8867 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[3.90625000e-03 1.79244444e+01 3.80912939e+02 3.91137030e+02 6.12625000e+02 2.53764062e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 391.1370303 | 4 | 15.4% | |
| 384.3564906 | 2 | 7.7% | |
| 0.3265306129 | 1 | 3.8% | |
| 377.4693878 | 1 | 3.8% | |
| 600.25 | 1 | 3.8% | |
| 1.72265625 | 1 | 3.8% | |
| 2537.640625 | 1 | 3.8% | |
| 13.140625 | 1 | 3.8% | |
| 156.25 | 1 | 3.8% | |
| 0.00390625 | 1 | 3.8% | |
| Other values (12) | 12 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.00390625 | 1 | 3.8% | |
| 0.3265306129 | 1 | 3.8% | |
| 1.72265625 | 1 | 3.8% | |
| 3.737777776 | 1 | 3.8% | |
| 4.78515625 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2537.640625 | 1 | 3.8% | |
| 1521 | 1 | 3.8% | |
| 625 | 1 | 3.8% | |
| 600.25 | 1 | 3.8% | |
| 510.76 | 1 | 3.8% |
l_runnerQB18
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 88.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 400.0756835 |
|---|---|
| Minimum | 0.25 |
| Maximum | 2168.0664 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.25 |
|---|---|
| 5-th percentile | 3.501579861 |
| Q1 | 41.83836082 |
| Median | 354.691804 |
| Q3 | 434.5351562 |
| 95-th percentile | 1328.521684 |
| Maximum | 2168.0664 |
| Range | 2167.8164 |
| Interquartile range | 392.6967954 |
Descriptive statistics
| Standard deviation | 506.9916647 |
|---|---|
| Coef of variation | 1.267239389 |
| Kurtosis | 5.287016482 |
| Mean | 400.0756835 |
| MAD | 339.9885461 |
| Skewness | 2.129364126 |
| Sum | 10401.96777 |
| Variance | 257040.5481 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[2.50000000e-01 1.60663500e+01 4.28070312e+02 2.16806640e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 378.5984517 | 4 | 15.4% | |
| 1422.367347 | 1 | 3.8% | |
| 79.8789 | 1 | 3.8% | |
| 2.640625 | 1 | 3.8% | |
| 37.34567901 | 1 | 3.8% | |
| 72.25 | 1 | 3.8% | |
| 756.25 | 1 | 3.8% | |
| 0.25 | 1 | 3.8% | |
| 621.8789062 | 1 | 3.8% | |
| 8.62890625 | 1 | 3.8% | |
| Other values (13) | 13 | 50.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.25 | 1 | 3.8% | |
| 2.640625 | 1 | 3.8% | |
| 6.084444444 | 1 | 3.8% | |
| 8.62890625 | 1 | 3.8% | |
| 10.9727 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2168.0664 | 1 | 3.8% | |
| 1422.367347 | 1 | 3.8% | |
| 1046.984694 | 1 | 3.8% | |
| 756.25 | 1 | 3.8% | |
| 748.768595 | 1 | 3.8% |
l_rush1stpg17
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 80.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9360144835 |
|---|---|
| Minimum | 0.0625 |
| Maximum | 2.875 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0625 |
|---|---|
| 5-th percentile | 0.1357142855 |
| Q1 | 0.4375 |
| Median | 0.9290396608 |
| Q3 | 1.046875 |
| 95-th percentile | 2.140625 |
| Maximum | 2.875 |
| Range | 2.8125 |
| Interquartile range | 0.609375 |
Descriptive statistics
| Standard deviation | 0.6928135081 |
|---|---|
| Coef of variation | 0.7401739186 |
| Kurtosis | 1.21418125 |
| Mean | 0.9360144835 |
| MAD | 0.4880478637 |
| Skewness | 1.08838876 |
| Sum | 24.33637657 |
| Variance | 0.479990557 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[0.0625 0.92903966 0.9306752 2.875 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.9290396608 | 4 | 15.4% | |
| 0.4375 | 2 | 7.7% | |
| 0.932310745 | 2 | 7.7% | |
| 0.833333333 | 1 | 3.8% | |
| 0.538461538 | 1 | 3.8% | |
| 2 | 1 | 3.8% | |
| 1.8125 | 1 | 3.8% | |
| 0.1875 | 1 | 3.8% | |
| 1.0625 | 1 | 3.8% | |
| 0.6875 | 1 | 3.8% | |
| Other values (11) | 11 | 42.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0625 | 1 | 3.8% | |
| 0.133333333 | 1 | 3.8% | |
| 0.142857143 | 1 | 3.8% | |
| 0.1875 | 1 | 3.8% | |
| 0.2 | 1 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.875 | 1 | 3.8% | |
| 2.1875 | 1 | 3.8% | |
| 2 | 1 | 3.8% | |
| 1.8125 | 1 | 3.8% | |
| 1.466666667 | 1 | 3.8% |
l_rush1stpg18
Highly correlated
This variable is highly correlated with l_runnerQB18 and should be ignored for analysis
| Correlation | 0.9180168798 |
|---|
l_rushtdpg17
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 50.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1080081663 |
|---|---|
| Minimum | 0 |
| Maximum | 0.375 |
| Zeros (%) | 30.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.1031693945 |
| Q3 | 0.1196386175 |
| 95-th percentile | 0.3645833333 |
| Maximum | 0.375 |
| Range | 0.375 |
| Interquartile range | 0.1196386175 |
Descriptive statistics
| Standard deviation | 0.1137522308 |
|---|---|
| Coef of variation | 1.053181761 |
| Kurtosis | 0.9475638495 |
| Mean | 0.1080081663 |
| MAD | 0.08126483354 |
| Skewness | 1.257996906 |
| Sum | 2.808212324 |
| Variance | 0.01293957001 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=13)
Histogram with variable size bins (bins=[0. 0.11427724 0.375 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 8 | 30.8% | |
| 0.1031693945 | 4 | 15.4% | |
| 0.10355447 | 2 | 7.7% | |
| 0.066666667 | 2 | 7.7% | |
| 0.375 | 2 | 7.7% | |
| 0.166666667 | 1 | 3.8% | |
| 0.076923077 | 1 | 3.8% | |
| 0.1031693945 | 1 | 3.8% | |
| 0.333333333 | 1 | 3.8% | |
| 0.1875 | 1 | 3.8% | |
| Other values (3) | 3 | 11.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 30.8% | |
| 0.0625 | 1 | 3.8% | |
| 0.066666667 | 2 | 7.7% | |
| 0.076923077 | 1 | 3.8% | |
| 0.1031693945 | 4 | 15.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.375 | 2 | 7.7% | |
| 0.333333333 | 1 | 3.8% | |
| 0.25 | 1 | 3.8% | |
| 0.1875 | 1 | 3.8% | |
| 0.166666667 | 1 | 3.8% |
l_rushtdpg18
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 53.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1323302213 |
|---|---|
| Minimum | 0 |
| Maximum | 0.375 |
| Zeros (%) | 19.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0625 |
| Median | 0.1252652853 |
| Q3 | 0.1763392857 |
| 95-th percentile | 0.3058035714 |
| Maximum | 0.375 |
| Range | 0.375 |
| Interquartile range | 0.1138392857 |
Descriptive statistics
| Standard deviation | 0.1021738037 |
|---|---|
| Coef of variation | 0.7721123924 |
| Kurtosis | -0.01062691788 |
| Mean | 0.1323302213 |
| MAD | 0.07506784917 |
| Skewness | 0.6434589361 |
| Sum | 3.440585753 |
| Variance | 0.01043948617 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=14)
Histogram with variable size bins (bins=[0. 0.12526529 0.12553057 0.375 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 0.1255305706 | 4 | 15.4% | |
| 0.125 | 4 | 15.4% | |
| 0.0625 | 3 | 11.5% | |
| 0.2666666667 | 1 | 3.8% | |
| 0.2142857143 | 1 | 3.8% | |
| 0.1255305706 | 1 | 3.8% | |
| 0.09090909091 | 1 | 3.8% | |
| 0.1428571429 | 1 | 3.8% | |
| 0.2857142857 | 1 | 3.8% | |
| Other values (4) | 4 | 15.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 19.2% | |
| 0.0625 | 3 | 11.5% | |
| 0.09090909091 | 1 | 3.8% | |
| 0.125 | 4 | 15.4% | |
| 0.1255305706 | 4 | 15.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.375 | 1 | 3.8% | |
| 0.3125 | 1 | 3.8% | |
| 0.2857142857 | 1 | 3.8% | |
| 0.2666666667 | 1 | 3.8% | |
| 0.25 | 1 | 3.8% |
l_rushydpg17
Highly correlated
This variable is highly correlated with l_rush1stpg17 and should be ignored for analysis
| Correlation | 0.9636046181 |
|---|
l_rushydpg18
Highly correlated
This variable is highly correlated with l_rush1stpg18 and should be ignored for analysis
| Correlation | 0.9406295268 |
|---|
l_team
Categorical
| Distinct count | 23 |
|---|---|
| Unique (%) | 88.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Jax | 2 |
|---|---|
| Bal | 2 |
| NO | 2 |
| Other values (20) |
| Value | Count | Frequency (%) | |
| Jax | 2 | 7.7% | |
| Bal | 2 | 7.7% | |
| NO | 2 | 7.7% | |
| Ind | 1 | 3.8% | |
| Buf | 1 | 3.8% | |
| Sea | 1 | 3.8% | |
| Car | 1 | 3.8% | |
| NE | 1 | 3.8% | |
| Chi | 1 | 3.8% | |
| LAC | 1 | 3.8% | |
| Other values (13) | 13 | 50.0% |
| Max length | 3 |
|---|---|
| Mean length | 2.807692308 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
l_touchdown17
Highly correlated
This variable is highly correlated with l_passtdpg17 and should be ignored for analysis
| Correlation | 0.9621233369 |
|---|
l_touchdown18
Highly correlated
This variable is highly correlated with l_passtdpg18 and should be ignored for analysis
| Correlation | 0.9365135189 |
|---|
med_opp
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 26.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.192307692 |
|---|---|
| Minimum | 3 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7.75 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 6 |
| Interquartile range | 2.75 |
Descriptive statistics
| Standard deviation | 1.649708599 |
|---|---|
| Coef of variation | 0.2664125688 |
| Kurtosis | -0.9809788505 |
| Mean | 6.192307692 |
| MAD | 1.360946746 |
| Skewness | -0.2744716196 |
| Sum | 161 |
| Variance | 2.721538462 |
| Memory size | 336.0 B |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[3. 9.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8 | 6 | 23.1% | |
| 6 | 6 | 23.1% | |
| 7 | 5 | 19.2% | |
| 4 | 5 | 19.2% | |
| 5 | 2 | 7.7% | |
| 9 | 1 | 3.8% | |
| 3 | 1 | 3.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1 | 3.8% | |
| 4 | 5 | 19.2% | |
| 5 | 2 | 7.7% | |
| 6 | 6 | 23.1% | |
| 7 | 5 | 19.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 1 | 3.8% | |
| 8 | 6 | 23.1% | |
| 7 | 5 | 19.2% | |
| 6 | 6 | 23.1% | |
| 5 | 2 | 7.7% |
opp_1
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 9 | 34.6% | |
| 2 | 9 | 34.6% | |
| 1 | 8 | 30.8% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_10
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 9 | 34.6% | |
| 2 | 7 | 26.9% | |
| 1 | 5 | 19.2% | |
| 0 | 5 | 19.2% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_11
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 9 | 34.6% | |
| 3 | 7 | 26.9% | |
| 1 | 6 | 23.1% | |
| 0 | 4 | 15.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_12
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 38.5% | |
| 1 | 8 | 30.8% | |
| 3 | 5 | 19.2% | |
| 0 | 3 | 11.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_13
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 10 | 38.5% | |
| 2 | 9 | 34.6% | |
| 1 | 7 | 26.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_14
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 10 | 38.5% | |
| 2 | 9 | 34.6% | |
| 3 | 7 | 26.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_15
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 11 | 42.3% | |
| 3 | 8 | 30.8% | |
| 1 | 7 | 26.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_16
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 12 | 46.2% | |
| 3 | 8 | 30.8% | |
| 1 | 6 | 23.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_17
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 11 | 42.3% | |
| 3 | 8 | 30.8% | |
| 1 | 7 | 26.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_2
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 38.5% | |
| 3 | 8 | 30.8% | |
| 1 | 8 | 30.8% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_3
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 12 | 46.2% | |
| 3 | 11 | 42.3% | |
| 1 | 3 | 11.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_4
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 10 | 38.5% | |
| 2 | 9 | 34.6% | |
| 3 | 7 | 26.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_5
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 9 | 34.6% | |
| 1 | 9 | 34.6% | |
| 3 | 7 | 26.9% | |
| 0 | 1 | 3.8% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_6
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 11 | 42.3% | |
| 3 | 7 | 26.9% | |
| 1 | 4 | 15.4% | |
| 0 | 4 | 15.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_7
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 3 | 11 | 42.3% | |
| 1 | 7 | 26.9% | |
| 2 | 6 | 23.1% | |
| 0 | 2 | 7.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_8
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 9 | 34.6% | |
| 3 | 8 | 30.8% | |
| 1 | 6 | 23.1% | |
| 0 | 3 | 11.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_9
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 15.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 8 | 30.8% | |
| 1 | 8 | 30.8% | |
| 3 | 6 | 23.1% | |
| 0 | 4 | 15.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
First rows
| bad_opp | df_index | good_opp | l_2ptpg17 | l_2ptpg18 | l_fumblepg17 | l_fumblepg18 | l_name | l_passintpg17 | l_passintpg18 | l_passtdpg17 | l_passtdpg18 | l_passydpg17 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg17 | l_pointspg18 | l_pos | l_ppgcurrent | l_proj | l_runnerQB17 | l_runnerQB18 | l_rush1stpg17 | l_rush1stpg18 | l_rushtdpg17 | l_rushtdpg18 | l_rushydpg17 | l_rushydpg18 | l_team | l_touchdown17 | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6 | 0 | 4 | 0.000000 | 0.187500 | 0.142857 | 0.187500 | Aaron Rodgers | 0.857143 | 0.125000 | 2.285714 | 1.562500 | 239.285714 | 277.625000 | 12.92 | 14.36 | 13.30 | 28.48 | 9.42 | 19.320 | 42.760000 | 28.100000 | 12.94 | 19.942857 | 20.536250 | QB | 20.180000 | 25 | 377.469388 | 330.785156 | 1.428571 | 1.250000 | 0.000000 | 0.125000 | 18.000000 | 16.812500 | GB | 5.224490 | 2.847656 | 6 | 1 | 2 | 0 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 3 | 3 | 2 | 1 |
| 1 | 3 | 4 | 7 | 0.062500 | 0.142857 | 0.062500 | 0.000000 | Cam Newton | 1.000000 | 0.928571 | 1.375000 | 1.714286 | 206.375000 | 242.500000 | 5.36 | 11.32 | 0.00 | 0.00 | 0.00 | 0.000 | 2.780000 | 0.000000 | 0.00 | 20.842500 | 22.185714 | QB | 2.162222 | 10 | 2537.640625 | 1422.367347 | 2.875000 | 2.571429 | 0.375000 | 0.285714 | 47.125000 | 34.857143 | Car | 3.062500 | 4.000000 | 6 | 1 | 1 | 3 | 2 | 2 | 3 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 3 | 0 | 1 | 2 |
| 2 | 6 | 5 | 6 | 0.307692 | 0.090909 | 0.230769 | 0.545455 | Carson Wentz | 0.538462 | 0.636364 | 2.538462 | 1.909091 | 253.538462 | 279.454545 | 28.02 | 17.54 | 22.66 | 21.70 | 12.06 | 21.540 | 7.840000 | 17.380000 | 16.06 | 23.672308 | 18.502727 | QB | 18.310000 | 32 | 625.000000 | 85.983471 | 2.000000 | 0.818182 | 0.000000 | 0.000000 | 23.000000 | 8.454545 | Phi | 6.443787 | 3.644628 | 4 | 2 | 0 | 1 | 3 | 3 | 3 | 2 | 1 | 3 | 3 | 3 | 1 | 2 | 2 | 1 | 1 | 1 |
| 3 | 5 | 7 | 4 | 0.000000 | 0.125000 | 0.187500 | 0.375000 | Dak Prescott | 0.812500 | 0.500000 | 1.375000 | 1.375000 | 207.750000 | 242.812500 | 35.40 | 30.66 | 21.54 | 8.62 | 25.22 | 17.220 | 20.560000 | 22.745714 | 22.48 | 17.353750 | 18.681250 | QB | 22.720000 | 28 | 600.250000 | 441.000000 | 1.812500 | 1.562500 | 0.375000 | 0.375000 | 22.312500 | 19.062500 | Dal | 3.062500 | 3.063000 | 7 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 2 | 0 | 3 |
| 4 | 6 | 8 | 2 | 0.133333 | 0.062500 | 0.200000 | 0.437500 | Derek Carr | 0.866667 | 0.625000 | 1.466667 | 1.187500 | 233.066667 | 253.062500 | 14.56 | 10.72 | 15.68 | 13.46 | 7.96 | 12.476 | 15.720000 | 23.400000 | 19.56 | 14.096000 | 13.753750 | QB | 14.840000 | 80 | 22.404444 | 10.972700 | 0.333333 | 0.312500 | 0.000000 | 0.062500 | 4.400000 | 2.937500 | Oak | 2.151111 | 1.562500 | 8 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 0 | 1 | 3 | 3 |
| 5 | 4 | 10 | 7 | 0.000000 | 0.066667 | 0.000000 | 0.066667 | Drew Brees | 0.500000 | 0.333333 | 1.437500 | 2.133333 | 270.875000 | 266.133333 | 20.80 | 0.48 | 0.00 | 0.00 | 0.00 | 0.000 | 0.000000 | 24.920000 | 0.00 | 16.597500 | 20.530000 | QB | 5.133333 | 36 | 1.722656 | 6.084444 | 0.437500 | 0.733333 | 0.125000 | 0.266667 | 0.750000 | 1.466667 | NO | 2.441406 | 5.760000 | 5 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 1 | 3 | 0 |
| 6 | 6 | 11 | 4 | 0.000000 | 0.187500 | 0.333333 | 0.250000 | Eli Manning | 0.866667 | 0.687500 | 1.266667 | 1.312500 | 231.200000 | 268.687500 | 14.84 | 11.20 | 0.00 | 0.00 | 0.00 | 0.000 | 0.000000 | 0.000000 | 0.00 | 12.488000 | 15.185000 | QB | 2.893333 | 124 | 3.737778 | 2.640625 | 0.133333 | 0.312500 | 0.066667 | 0.062500 | 1.733333 | 1.250000 | NYG | 1.777778 | 1.890600 | 6 | 1 | 2 | 0 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | 3 | 3 | 1 |
| 7 | 2 | 12 | 6 | 0.068238 | 0.093000 | 0.186603 | 0.209687 | Gardner Minshew II | 0.747559 | 0.699824 | 1.571763 | 1.644649 | 232.978800 | 247.353706 | 17.60 | 18.12 | 17.96 | 16.72 | 23.16 | 4.620 | 23.000000 | 26.960000 | 10.76 | 16.579627 | 18.006404 | QB | 17.660000 | 914 | 391.137030 | 378.598452 | 0.929040 | 1.122973 | 0.103169 | 0.125531 | 13.197921 | 13.871170 | Jax | 3.083280 | 3.487112 | 8 | 2 | 0 | 2 | 2 | 3 | 1 | 3 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 3 | 2 | 3 |
| 8 | 3 | 13 | 6 | 0.068238 | 0.093000 | 0.186603 | 0.209687 | Jacoby Brissett | 0.747559 | 0.699824 | 1.571763 | 1.644649 | 232.978800 | 247.353706 | 17.50 | 19.34 | 21.80 | 23.50 | 11.94 | 18.816 | 27.640000 | 10.480000 | 2.76 | 16.579627 | 18.006404 | QB | 17.090000 | 100 | 391.137030 | 378.598452 | 0.929040 | 1.122973 | 0.103169 | 0.125531 | 13.197921 | 13.871170 | Ind | 3.083280 | 3.487112 | 7 | 1 | 3 | 2 | 3 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 0 | 3 | 1 | 1 |
| 9 | 2 | 14 | 7 | 0.076923 | 0.000000 | 0.538462 | 0.272727 | Jameis Winston | 0.846154 | 1.272727 | 1.461538 | 1.727273 | 269.538462 | 272.000000 | 8.06 | 14.22 | 25.50 | 29.30 | 17.46 | 12.100 | 17.773333 | 22.340000 | 22.20 | 15.896923 | 19.343636 | QB | 18.770000 | 26 | 121.000000 | 748.768595 | 0.538462 | 1.727273 | 0.076923 | 0.090909 | 10.384615 | 25.545455 | TB | 2.366864 | 3.305785 | 7 | 1 | 3 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 0 | 2 | 3 |
Last rows
| bad_opp | df_index | good_opp | l_2ptpg17 | l_2ptpg18 | l_fumblepg17 | l_fumblepg18 | l_name | l_passintpg17 | l_passintpg18 | l_passtdpg17 | l_passtdpg18 | l_passydpg17 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg17 | l_pointspg18 | l_pos | l_ppgcurrent | l_proj | l_runnerQB17 | l_runnerQB18 | l_rush1stpg17 | l_rush1stpg18 | l_rushtdpg17 | l_rushtdpg18 | l_rushydpg17 | l_rushydpg18 | l_team | l_touchdown17 | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | 3 | 22 | 5 | 0.000000 | 0.000000 | 0.066667 | 0.142857 | Marcus Mariota | 1.000000 | 0.571429 | 0.866667 | 0.785714 | 215.466667 | 180.571429 | 25.32 | 14.36 | 17.56 | 24.28 | 8.62 | 1.080 | 0.00 | 0.000000 | 0.00 | 14.832000 | 14.158571 | QB | 10.140000 | 74 | 510.760000 | 756.250000 | 1.466667 | 1.857143 | 0.333333 | 0.142857 | 20.800000 | 25.500000 | Ten | 1.440000 | 0.862245 | 8 | 2 | 2 | 0 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 3 | 2 |
| 17 | 2 | 23 | 5 | 0.000000 | 0.125000 | 0.187500 | 0.312500 | Matt Ryan | 0.750000 | 0.437500 | 1.250000 | 2.187500 | 255.937500 | 307.750000 | 19.56 | 19.10 | 22.46 | 16.68 | 30.90 | 30.940 | 2.56 | 0.000000 | 0.00 | 14.943750 | 22.924375 | QB | 15.800000 | 54 | 92.640625 | 79.878900 | 0.687500 | 0.937500 | 0.000000 | 0.187500 | 8.937500 | 7.812500 | Atl | 1.562500 | 5.640600 | 9 | 2 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 3 | 2 | 2 | 2 | 3 | 3 | 1 | 3 | 0 |
| 18 | 6 | 25 | 4 | 0.083333 | 0.285714 | 0.250000 | 0.214286 | Mitchell Trubisky | 0.583333 | 0.857143 | 0.583333 | 1.714286 | 182.750000 | 230.214286 | 9.22 | 5.60 | 19.44 | 0.36 | 0.00 | 6.924 | 20.04 | 8.120000 | 7.50 | 11.876667 | 20.430000 | QB | 8.578222 | 30 | 476.694445 | 1046.984694 | 1.000000 | 2.071429 | 0.166667 | 0.214286 | 20.666667 | 30.071429 | Chi | 0.562500 | 3.719388 | 6 | 1 | 3 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 3 | 0 | 2 | 1 | 2 |
| 19 | 2 | 26 | 6 | 0.000000 | 0.000000 | 0.285714 | 0.400000 | Nick Foles | 0.285714 | 0.800000 | 0.714286 | 1.400000 | 76.714286 | 282.600000 | 7.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.000 | 0.00 | 0.000000 | 0.00 | 4.968571 | 16.578000 | QB | 0.777778 | 76 | 0.326531 | 21.160000 | 0.142857 | 1.200000 | 0.000000 | 0.000000 | 0.428571 | 3.400000 | Jax | 0.510204 | 1.960000 | 8 | 2 | 0 | 2 | 2 | 3 | 1 | 3 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 3 | 2 | 3 |
| 20 | 5 | 28 | 5 | 0.000000 | 0.312500 | 0.062500 | 0.062500 | Philip Rivers | 0.625000 | 0.750000 | 1.750000 | 2.000000 | 282.187500 | 269.250000 | 24.92 | 11.92 | 19.62 | 20.40 | 4.14 | 14.800 | 21.16 | 10.040000 | 11.76 | 16.962500 | 17.876250 | QB | 15.420000 | 51 | 0.003906 | 0.250000 | 0.062500 | 0.062500 | 0.000000 | 0.000000 | 0.125000 | 0.437500 | LAC | 3.062500 | 4.000000 | 6 | 2 | 3 | 2 | 0 | 1 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 2 | 1 | 1 |
| 21 | 6 | 29 | 6 | 0.068238 | 0.093000 | 0.186603 | 0.209687 | Robert Griffin III | 0.747559 | 0.699824 | 1.571763 | 1.644649 | 232.978800 | 247.353706 | 7.10 | 7.10 | 0.00 | 0.00 | 0.00 | 0.000 | 0.00 | 2.028571 | 0.00 | 16.579627 | 18.006404 | QB | 1.803175 | 543 | 391.137030 | 378.598452 | 0.929040 | 1.122973 | 0.103169 | 0.125531 | 13.197921 | 13.871170 | Bal | 3.083280 | 3.487112 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | 3 | 3 | 0 | 1 |
| 22 | 5 | 30 | 5 | 0.125000 | 0.062500 | 0.187500 | 0.125000 | Russell Wilson | 0.687500 | 0.437500 | 2.125000 | 2.187500 | 248.937500 | 215.500000 | 16.60 | 25.20 | 41.34 | 14.30 | 31.92 | 28.900 | 16.34 | 15.680000 | 40.22 | 23.557500 | 20.174375 | QB | 25.610000 | 17 | 1521.000000 | 621.878906 | 2.187500 | 1.437500 | 0.187500 | 0.000000 | 36.625000 | 23.500000 | Sea | 5.347656 | 4.785156 | 6 | 3 | 1 | 0 | 2 | 2 | 1 | 2 | 3 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 3 | 3 |
| 23 | 7 | 31 | 2 | 0.000000 | 0.125000 | 0.000000 | 0.125000 | Ryan Fitzpatrick | 0.500000 | 1.500000 | 1.166667 | 2.125000 | 183.833333 | 295.750000 | 11.20 | 0.84 | 1.16 | 0.00 | 2.88 | 10.780 | 20.58 | 12.300000 | 23.72 | 13.153333 | 21.355000 | QB | 9.273333 | 103 | 191.361111 | 415.140625 | 0.833333 | 1.125000 | 0.000000 | 0.250000 | 13.000000 | 19.000000 | Mia | 1.361111 | 5.640625 | 7 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 0 | 2 | 1 | 1 | 2 |
| 24 | 4 | 33 | 7 | 0.078068 | 0.000000 | 0.178512 | 0.062500 | Taysom Hill | 0.833929 | 0.062500 | 1.542350 | 0.000000 | 232.534705 | 4.000000 | 11.40 | 4.07 | 2.83 | 2.60 | 3.12 | 2.700 | 13.37 | 18.200000 | 7.29 | 16.551960 | 4.951875 | QB | 7.290000 | 317 | 384.356491 | 177.222656 | 0.932311 | 0.937500 | 0.103554 | 0.125000 | 13.583337 | 12.250000 | NO | 2.968417 | 0.015625 | 5 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 1 | 3 | 0 |
| 25 | 4 | 34 | 5 | 0.125000 | 0.000000 | 0.187500 | 0.125000 | Tom Brady | 0.500000 | 0.687500 | 2.000000 | 1.812500 | 286.062500 | 272.187500 | 25.64 | 23.66 | 20.14 | 3.70 | 23.92 | 20.960 | 11.96 | 18.360000 | 13.40 | 18.930000 | 17.943750 | QB | 17.970000 | 33 | 4.785156 | 8.628906 | 0.437500 | 0.625000 | 0.000000 | 0.125000 | 1.750000 | 2.187500 | NE | 4.000000 | 3.753906 | 7 | 1 | 0 | 2 | 1 | 3 | 2 | 3 | 1 | 3 | 3 | 2 | 1 | 2 | 3 | 2 | 2 | 2 |